Infosys
Global leader in next-generation digital services and consulting.
3 Rounds
~14 Days
Medium
The Interview Loop
Recruiter Screen (30 min)
Standard fit check, behavioral questions, and resume overview.
Technical Loop (3-4 Rounds)
Deep dive into domain knowledge, coding, and system design.
Interview Question Bank
Data Scientist
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Technical
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hard
How do you detect and handle data drift in a machine learning model deployed in production for a financial client?
#Data Drift
#Model Monitoring
#Evidently AI
Data Scientist
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Technical
•
medium
Walk me through how you would deploy a Scikit-learn model as a REST API using FastAPI and Dockerize it for deployment on Azure.
#Model Deployment
#FastAPI
#Docker
#Azure
Data Scientist
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Technical
•
medium
Explain the concept of Continuous Integration and Continuous Deployment (CI/CD) specifically in the context of Machine Learning (CT/CD).
#CI/CD
#Automation
#ML Pipelines
#Continuous Training
Difficulty Radar
Based on recent AI-sourced data.
Meet Your Interviewers
The "Standard" Interviewer
Senior EngineerFocuses on core competencies, system constraints, and clear communication.
SimulateUnwritten Rules
Think Out Loud
Always explain your thought process before writing code or drawing architecture.